Synaptic depression and slow oscillatory activity in a biophysical network model of the cerebral cortex

Short-term synaptic depression (STD) is a form of synaptic plasticity that has a large impact on network computations. Experimental results suggest that STD is modulated by cortical activity, decreasing with activity in the network and increasing during silent states. Here, we explored different activity-modulation protocols in a biophysical network model for which the model displayed less STD when the network was active than when it was silent, in agreement with experimental results. Furthermore, we studied how trains of synaptic potentials had lesser decay during periods of activity (UP states) than during silent periods (DOWN states), providing new experimental predictions. We next tackled the inverse question of what is the impact of modifying STD parameters on the emergent activity of the network, a question difficult to answer experimentally. We found that synaptic depression of cortical connections had a critical role to determine the regime of rhythmic cortical activity. While low STD resulted in an emergent rhythmic activity with short UP states and long DOWN states, increasing STD resulted in longer and more frequent UP states interleaved with short silent periods. A still higher synaptic depression set the network into a non-oscillatory firing regime where DOWN states no longer occurred. The speed of propagation of UP states along the network was not found to be modulated by STD during the oscillatory regime; it remained relatively stable over a range of values of STD. Overall, we found that the mutual interactions between synaptic depression and ongoing network activity are critical to determine the mechanisms that modulate cortical emergent patterns.

Synaptic vesicle pool size, release probability and synaptic depression are sensitive to Ca2+ buffering capacity in the developing rat calyx of Held

The calyx of Held, a specialized synaptic terminal in the medial nucleus of the trapezoid body, undergoes a series of changes during postnatal development that prepares this synapse for reliable high frequency firing. These changes reduce short-term synaptic depression during tetanic stimulation and thereby prevent action potential failures during a stimulus train. We measured presynaptic membrane capacitance changes in calyces from young postnatal day 5-7 (p5-7) or older (p10-12) rat pups to examine the effect of calcium buffer capacity on vesicle pool size and the efficiency of exocytosis. Vesicle pool size was sensitive to the choice and concentration of exogenous Ca2+ buffer, and this sensitivity was much stronger in younger animals. Pool size and exocytosis efficiency in p5-7 calyces were depressed by 0.2 mM EGTA to a greater extent than with 0.05 mM BAPTA, even though BAPTA is a 100-fold faster Ca2+ buffer. However, this was not the case for p10-12 calyces. With 5 mM EGTA, exocytosis efficiency was reduced to a much larger extent in young calyces compared to older calyces. Depression of exocytosis using pairs of 10-ms depolarizations was reduced by 0.2 mM EGTA compared to 0.05 mM BAPTA to a similar extent in both age groups. These results indicate a developmentally regulated heterogeneity in the sensitivity of different vesicle pools to Ca2+ buffer capacity. We propose that, during development, a population of vesicles that are tightly coupled to Ca2+ channels expands at the expense of vesicles more distant from Ca2+ channels.

The ubiquitin-proteasome system is necessary for long-term synaptic depression in Aplysia.

The neuropeptide Phe-Met-Arg-Phe-NH(2) (FMRFa) can induce transcription-dependent long-term synaptic depression (LTD) in Aplysia sensorimotor synapses. We investigated the role of the ubiquitin-proteasome system and the regulation of one of its components, ubiquitin C-terminal hydrolase (ap-uch), in LTD. LTD was sensitive to presynaptic inhibition of the proteasome and was associated with upregulation of ap-uch mRNA and protein. This upregulation appeared to be mediated by CREB2, which is generally regarded as a transcription repressor. Binding of CREB2 to the promoter region of ap-uch was accompanied by histone hyperacetylation, suggesting that CREB2 cannot only inhibit but also promote gene expression. CREB2 was phosphorylated after FMRFa, and blocking phospho-CREB2 blocked LTD. In addition to changes in the expression of ap-uch, the synaptic vesicle-associated protein synapsin was downregulated in LTD in a proteasome-dependent manner. These results suggest that proteasome-mediated protein degradation is engaged in LTD and that CREB2 may act as a transcription activator under certain conditions.

The ubiquitin-proteasome system is necessary for long-term synaptic depression in Aplysia.

The neuropeptide Phe-Met-Arg-Phe-NH(2) (FMRFa) can induce transcription-dependent long-term synaptic depression (LTD) in Aplysia sensorimotor synapses. We investigated the role of the ubiquitin-proteasome system and the regulation of one of its components, ubiquitin C-terminal hydrolase (ap-uch), in LTD. LTD was sensitive to presynaptic inhibition of the proteasome and was associated with upregulation of ap-uch mRNA and protein. This upregulation appeared to be mediated by CREB2, which is generally regarded as a transcription repressor. Binding of CREB2 to the promoter region of ap-uch was accompanied by histone hyperacetylation, suggesting that CREB2 cannot only inhibit but also promote gene expression. CREB2 was phosphorylated after FMRFa, and blocking phospho-CREB2 blocked LTD. In addition to changes in the expression of ap-uch, the synaptic vesicle-associated protein synapsin was downregulated in LTD in a proteasome-dependent manner. These results suggest that proteasome-mediated protein degradation is engaged in LTD and that CREB2 may act as a transcription activator under certain conditions.

Evidence of a role for cyclic ADP-ribose in long-term synaptic depression in hippocampus

Ca2+ released from presynaptic and postsynaptic intracellular stores plays important roles in activity-dependent synaptic plasticity, including long-term depression (LTD) of synaptic strength. At Schaffer collateral–CA1 synapses in the hippocampus, presynaptic ryanodine receptor-gated stores appear to mobilize some of the Ca2+ necessary to induce LTD. Cyclic ADP-ribose (cADPR) has recently been proposed as an endogenous activator of ryanodine receptors in sea urchin eggs and several mammalian cell types. Here, we provide evidence that cADPR-mediated signaling pathways play a key role in inducing LTD. We show that biochemical production of cGMP increases cADPR concentration in hippocampal slices in vitro, and that blockade of cGMP-dependent protein kinase, cADPR receptors, or ryanodine-sensitive Ca2+ stores each prevent the induction of LTD at Schaffer collateral–CA1 synapses. A lack of effect of postsynaptic infusion of either cADPR antagonist indicates a probable presynaptic site of action.

Presynaptic long-term depression at a central glutamatergic synapse: a role for CaMKII

CaMKII is a calcium-activated kinase that is abundant in neurons and has been strongly implicated in memory and learning. Here we show that low-frequency stimulation of glutamatergic afferents in hippocampal slices from juvenile domestic chicks results in long-term depression of synaptic transmission. This reduction does not require activation of NMDA or metabotropic glutamate receptors and does not require a rise in postsynaptic calcium. However, buffering presynaptic calcium prevents the reduction of the excitatory postsynaptic potential or current that is induced by low-frequency stimulation. in addition, application of the calmodulin antagonist calmidazolium, or the specific CaMKII antagonist KN-93, completely blocks long-term depression. These findings demonstrate a newsy discovered form of long-term synaptic depression in the avian hippocampus.

Synaptic vesicle glycoprotein 2A modulates vesicular release and calcium channel function at peripheral sympathetic synapses

Synaptic vesicle glycoprotein (SV)2A is a transmembrane protein found in secretory vesicles and is critical for Ca2+-dependent exocytosis in central neurons, although its mechanism of action remains uncertain. Previous studies have proposed, variously, a role of SV2 in the maintenance and formation of the readily releasable pool (RRP) or in the regulation of Ca2+ responsiveness of primed vesicles. Such previous studies have typically used genetic approaches to ablate SV2 levels; here, we used a strategy involving small interference RNA (siRNA) injection to knockdown solely presynaptic SV2A levels in rat superior cervical ganglion (SCG) neuron synapses. Moreover, we investigated the effects of SV2A knockdown on voltage-dependent Ca2+ channel (VDCC) function in SCG neurons. Thus, we extended the studies of SV2A mechanisms by investigating the effects on vesicular transmitter release and VDCC function in peripheral sympathetic neurons. We first demonstrated an siRNA-mediated SV2A knockdown. We showed that this SV2A knockdown markedly affected presynaptic function, causing an attenuated RRP size, increased paired-pulse depression and delayed RRP recovery after stimulus-dependent depletion. We further demonstrated that the SV2A–siRNA-mediated effects on vesicular release were accompanied by a reduction in VDCC current density in isolated SCG neurons. Together, our data showed that SV2A is required for correct transmitter release at sympathetic neurons. Mechanistically, we demonstrated that presynaptic SV2A: (i) acted to direct normal synaptic transmission by maintaining RRP size, (ii) had a facilitatory role in recovery from synaptic depression, and that (iii) SV2A deficits were associated with aberrant Ca2+ current density, which may contribute to the secretory phenotype in sympathetic peripheral neurons.

Quantification of spread of cerebellar long-term depression with chemical two-photon uncaging of glutamate

Localized, chemical two-photon photolysis of caged glutamate was used to map the changes in α-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid-type glutamate receptors caused by long-term synaptic depression (LTD) in cerebellar Purkinje cells. LTD produced by pairing parallel fiber activity with depolarization was accompanied by a decline in the response of Purkinje cells to uncaged glutamate that accounted for both the time course and magnitude of LTD. This depression of glutamate responses was observed not only at the site of parallel fiber stimulation but also at more distant sites. The amount of LTD decreased with distance and was half-maximal 50 μm away from the site of parallel fiber activity. Estimation of the number of parallel fibers active during LTD induction indicates that LTD modified glutamate receptors not only at active synapses but also at 600 times as many inactive synapses on a single Purkinje cell. Therefore, both active and inactive parallel fiber synapses can undergo changes at a postsynaptic locus as a result of associative pre- and postsynaptic activity.

Cooperative interactions among afferents govern the induction of homosynaptic long-term depression in the hippocampus.

Prolonged periods of low-frequency stimulation have been shown to produce a robust, long-term synaptic depression (LTD) in both hippocampus and visual cortex. In the present study we have examined the extent to which interactions among afferents govern the induction of homosynaptic LTD in young-adult rats in hippocampal region CA1 in vitro. Field excitatory postsynaptic potentials were assessed before and after conditioning stimulation consisting of two 10-min trains of low-frequency stimulation (LFS; 1 Hz) of the Schaffer collateral/commissural pathway. LFS at an intensity producing a 0.5-mV response did not produce significant synaptic depression. However, LFS administered at a higher intensity resulted in significant input-specific LTD of a 0.5-mV test response. Picrotoxin, which also facilitates depolarization of CA1 neurons, significantly enhanced the magnitude of LTD after LFS at 0.5 mV. In addition, LFS at 0.5 mV in normal perfusion medium (no picrotoxin) produced only small changes in synaptic efficacy when either of two converging pathways was conditioned separately but produced a robust LTD when both pathways were conditioned simultaneously. This cooperative LTD was reversibly blocked by prior administration of 100 microM DL-aminophosphonovaleric acid but not by 20 microM nimodipine. Taken together, these results suggest that cooperative interactions among afferents contribute to voltage-dependent processes underlying the induction of homosynaptic LTD.

Neurobiologia da Cannabis: do sistema endocanabinoide aos transtornos por uso de Cannabis

OBJETIVOS: Diante das lacunas na efetividade das terapêuticas para transtornos por uso de Cannabis, a droga ilícita mais consumida no mundo, este trabalho propõe-se a rever os conhecimentos sobre o substrato neuroanatômico, biomolecular e celular do sistema endocanabinoide, descrever os mecanismos de neuroplasticidade dependente dos canabinoides e relacioná-los com a neurobiologia dos transtornos por uso de Cannabis (abuso e dependência). MÉTODOS: Recorreu-se às bases de dados Medline, Scopus e ISI Web of Knowledge; as palavras-chave pesquisadas foram "Cannabis", "neurobiology", "endocannabinoid system", "endocannabinoids", "receptors, cannabinoid", "neuronal plasticity", "long-term synaptic depression", "long-term potentiation", "marijuana abuse" e "tetrahydrocannabinol". Foram incluídos 80 trabalhos nesta revisão. DISCUSSÃO: A distribuição neuroanatômica, celular e biomolecular do sistema endocanabinoide adequa-se perfeitamente às suas funções de neuromodulação (via neuroplasticidade e metaplasticidade), nomeadamente em vias relacionadas aos transtornos por uso de substâncias. Os canabinoides exógenos perturbam essas funções. CONCLUSÃO: O sistema endocanabinoide contribui para a definição de setpoints em diversas vias neuronais, incluindo vias cruciais na instalação de transtornos por uso de substâncias; com o uso de Cannabis, esses setpoints tornar-se-ão mais permissivos, facilitando os transtornos por uso de Cannabis. Os avanços no entendimento da neurobiologia da Cannabis abrem uma janela de oportunidades para novas estratégias terapêuticas nos transtornos por uso de Cannabis.

Increased neurotransmitter release at the neuromuscular junction in a mouse model of polyglutamine disease.

In Huntington's disease (HD), the expansion of polyglutamine (polyQ) repeats at the N terminus of the ubiquitous protein huntingtin (htt) leads to neurodegeneration in specific brain areas. Neurons degenerating in HD develop synaptic dysfunctions. However, it is unknown whether mutant htt impacts synaptic function in general. To investigate that, we have focused on the nerve terminals of motor neurons that typically do not degenerate in HD. Here, we have studied synaptic transmission at the neuromuscular junction of transgenic mice expressing a mutant form of htt (R6/1 mice). We have found that the size and frequency of miniature endplate potentials are similar in R6/1 and control mice. In contrast, the amplitude of evoked endplate potentials in R6/1 mice is increased compared to controls. Consistent with a presynaptic increase of release probability, synaptic depression under high-frequency stimulation is higher in R6/1 mice. In addition, no changes were detected in the size and dynamics of the recycling synaptic vesicle pool. Moreover, we have found increased amounts of the synaptic vesicle proteins synaptobrevin 1,2/VAMP 1,2 and cysteine string protein-α, and the SNARE protein SNAP-25, concomitant with normal levels of other synaptic vesicle markers. Our results reveal that the transgenic expression of a mutant form of htt leads to an unexpected gain of synaptic function. That phenotype is likely not secondary to neurodegeneration and might be due to a primary deregulation in synaptic protein levels. Our findings could be relevant to understand synaptic toxic effects of proteins with abnormal polyQ repeats.

Plasticité présynaptique et gliale à long-terme en réponse à un changement chronique de l’activité synaptique,à la jonction neuromusculaire d’amphibien

La plasticité synaptique est une importante propriété du système nerveux, impliquée dans l’intégration de l’information. Cette plasticité a généralement été décrite par des changements aux niveaux pré et postsynaptiques. Notamment, l’efficacité présynaptique, soit la probabilité de libération de neurotransmetteurs associée au contenu quantique d’une synapse, peut être augmentée ou diminuée selon l’activité antérieure de la synapse. Malgré cette caractérisation, les mécanismes à l’origine de la détermination de l’efficacité présynaptique demeurent obscurs. Également, la plasticité synaptique reste encore mal définie au niveau glial, limitant, de ce fait, notre compréhension de l’intégration de l’information. Pourtant, la dernière décennie a mené à une redéfinition du rôle des cellules gliales. Autrefois reléguées à un rôle de support passif aux neurones, elles sont désormais reconnues comme étant impliquées dans la régulation de la neurotransmission. Notamment, à la jonction neuromusculaire (JNM), les cellules de Schwann périsynaptiques (CSPs) sont reconnues pour moduler l’efficacité présynaptique et les phénomènes de plasticité. Un tel rôle actif dans la modulation de la neurotransmission implique cependant que les CSPs soient en mesure de s’adapter aux besoins changeants des JNMs auxquelles elles sont associées. La plasticité synaptique devrait donc sous-tendre une forme de plasticité gliale. Nous savons, en effet, que la JNM est capable de modifications tant morphologiques que physiologiques en réponse à des altérations de l'activité synaptique. Par exemple, la stimulation chronique des terminaisons nerveuses entraîne une diminution persistante de l’efficacité présynaptique et une augmentation de la résistance à la dépression. À l’opposé, le blocage chronique des récepteurs nicotiniques entraîne une augmentation prolongée de l’efficacité présynaptique. Aussi, compte tenu que les CSPs détectent et répondent à la neurotransmission et qu’elles réagissent à certains stimuli environnementaux par des changements morphologiques, physiologiques et d’expression génique, nous proposons que le changement d'efficacité présynaptique imposé à la synapse, soit par une stimulation nerveuse chronique ou par blocage chronique des récepteurs nicotiniques, résulte en une adaptation des propriétés des CSPs. Cette thèse propose donc d’étudier, en parallèle, la plasticité présynaptique et gliale à long-terme, en réponse à un changement chronique de l’activité synaptique, à la JNM d’amphibien. Nos résultats démontrent les adaptations présynaptiques de l’efficacité présynaptique, des phénomènes de plasticité à court-terme, du contenu mitochondrial et de la signalisation calcique. De même, ils révèlent différentes adaptations gliales, notamment au niveau de la sensibilité des CSPs aux neurotransmetteurs et des propriétés de leur réponse calcique. Les adaptations présynaptiques et gliales sont discutées, en parallèle, en termes de mécanismes et de fonctions possibles dans la régulation de la neurotransmission. Nos travaux confirment donc la coïncidence de la plasticité présynaptique et gliale et, en ce sens, soulèvent l’importance des adaptations gliales pour le maintien de la fonction synaptique.

Plasticité synaptique dans l’aire tegmentaire ventrale : implication des endocannabinoïdes

Le système dopaminergique (DA) méso-corticolimbique du cerveau, qui prend son origine dans l'aire tegmentaire ventrale (ATV), est fortement impliqué dans les comportements motivés et la toxicomanie. Les drogues d'abus activent ce système et y induisent une plasticité synaptique de longue durée. Les neurones DA de l'ATV reçoivent sur leur arborisation dendritique une grande densité de terminaisons glutamatergiques. Les drogues d'abus induisent une potentialisation à long terme (PLT) de ces contacts glutamatergiques. La PLT est une augmentation prolongée de la transmission synaptique, qui semble sous-tendre la mémoire et l'apprentissage. Les endocannabinoïdes (ECs) sont des neurotransmetteurs qui agissent de façon rétrograde sur des récepteurs présynaptiques (CB1) pour diminuer la libération des neurotransmetteurs comme le glutamate. Les neurones libèrent les ECs à partir de leur compartiment somatodendritique suite à une stimulation des afférences et la dépolarisation membranaire qui s’ensuit. La neurotensine (NT) est un neuropeptide retrouvé de façon abondante dans le système DA du cerveau. Il a été découvert que la NT peut induire la libération des ECs dans le striatum. En faisant appel à une combinaison d’approches immunohistochimique, électrophysiologique et pharmacologique chez la souris, nous avons confirmé dans la première étude de cette thèse la présence des récepteurs CB1 sur les terminaisons glutamatergiques des neurones DA de l'ATV, et avons montré que leur activation induit une diminution de la libération de glutamate. Par ailleurs, nous avons montré que des trains de stimulation peuvent induire la libération des ECs. Nous avons découvert qu'en présence d'un antagoniste des récepteurs CB1, il y a facilitation de l’induction de la PLT. Cette observation suggère que les ECs ont un effet inhibiteur sur l’induction de la PLT, plutôt que sur son expression. Nous avons déterminé que le 2-arachidonoylglycerol (2-AG) est l’EC qui est principalement responsable de cette action inhibitrice. Finalement, la PLT induite en présence d’un antagoniste CB1 est aussi dépendante d'une activation des récepteurs NMDA du glutamate. Les travaux réalisés dans la deuxième étude de cette thèse ont montré que la NT est présente dans une sous-population de terminaisons axonales glutamatergiques dans l’ATV. Une application exogène de NT induit une diminution prolongée de l'amplitude des courants postsynaptiques excitateurs (CPSEs). Cette diminution est bloquée en présence d'un antagoniste non-sélectif des récepteurs à la NT, ainsi qu'en présence d'un antagoniste sélectif pour le récepteur de NT de type 1 (NTS1). Confirmant l’implication d’une production d’ECs, la baisse des CPSEs par la NT a été bloquée en présence d’un antagoniste des récepteurs CB1 ou d’un bloqueur de la synthèse de 2-AG. La chélation du calcium intracellulaire n'empêchait pas l’effet inhibiteur de la NT sur les CPSEs, cependant, l'inhibition des protéines G ou de la phospholipase C a complètement bloqué la dépression synaptique induite par la NT. Par ailleurs, nos travaux ont montré que la nature prolongée de la dépression synaptique induite par la NT exogène s’explique par une libération soutenue des ECs, et non pas à une activation prolongée des NTR. Finalement, notre observation qu’un antagoniste des récepteurs de la NT ne facilite pas l’induction de la PLT, comme le fait un antagoniste du récepteur CB1, suggère que la stimulation répétitive des afférences glutamatergiques nécessaire à l’induction de la PLT n’induit pas de libération des ECs via la libération de NT, nous permettant ainsi de conclure que la sécrétion de NT n'agit pas dans ces conditions comme un facteur de régulation négative de la PLT.

Statistical physics approach to dendritic computation: The excitable-wave mean-field approximation

We analytically study the input-output properties of a neuron whose active dendritic tree, modeled as a Cayley tree of excitable elements, is subjected to Poisson stimulus. Both single-site and two-site mean-field approximations incorrectly predict a nonequilibrium phase transition which is not allowed in the model. We propose an excitable-wave mean-field approximation which shows good agreement with previously published simulation results [Gollo et al., PLoS Comput. Biol. 5, e1000402 (2009)] and accounts for finite-size effects. We also discuss the relevance of our results to experiments in neuroscience, emphasizing the role of active dendrites in the enhancement of dynamic range and in gain control modulation.

Riluzole-induced oscillations in spinal networks

We previously showed in dissociated cultures of fetal rat spinal cord that disinhibition-induced bursting is based on intrinsic spiking, network recruitment, and a network refractory period after the bursts. A persistent sodium current (I(NaP)) underlies intrinsic spiking, which, by recurrent excitation, generates the bursting activity. Although full blockade of I(NaP) with riluzole disrupts such bursting, the present study shows that partial blockade of I(NaP) with low doses of riluzole maintains bursting activity with unchanged burst rate and burst duration. More important, low doses of riluzole turned bursts composed of persistent activity into bursts composed of oscillatory activity at around 5 Hz. In a search for the mechanisms underlying the generation of such intraburst oscillations, we found that activity-dependent synaptic depression was not changed with low doses of riluzole. On the other hand, low doses of riluzole strongly increased spike-frequency adaptation and led to early depolarization block when bursts were simulated by injecting long current pulses into single neurons in the absence of fast synaptic transmission. Phenytoin is another I(NaP) blocker. When applied in doses that reduced intrinsic activity by 80-90%, as did low doses of riluzole, it had no effect either on spike-frequency adaptation or on depolarization block. Nor did phenytoin induce intraburst oscillations after disinhibition. A theoretical model incorporating a depolarization block mechanism could reproduce the generation of intraburst oscillations at the network level. From these findings we conclude that riluzole-induced intraburst oscillations are a network-driven phenomenon whose major accommodation mechanism is depolarization block arising from strong sodium channel inactivation.